2 papers
cs.LG2024
Towards Understanding the Role of Sharpness-Aware Minimization Algorithms for Out-of-Distribution Generalization
Samuel Schapiro, Han Zhao
Recently, sharpness-aware minimization (SAM) has emerged as a promising method to improve generalization by minimizing sharpness, which is known to correlate well with generalizati…
cs.LG2023
Comparative Study on the Effects of Noise in ML-Based Anxiety Detection
Samuel Schapiro, Abdul Alkurdi, Elizabeth Hsiao-Wecksler
Wearable health devices are ushering in a new age of continuous and noninvasive remote monitoring. One application of this technology is in anxiety detection. Many advancements in…